By Dr Benjamin Tag

Journal articles

van Berkel N; Tag B; Jacobsen RM; Russo D; Purchase HC; Buschek D, 2024, 'Impact of interaction technique in interactive data visualisations: A study on lookup, comparison, and relation-seeking tasks', International Journal of Human Computer Studies, 192, http://dx.doi.org/10.1016/j.ijhcs.2024.103359

van Berkel N; Visuri A; Shalawadi S; Evans MR; Tag B; Hosio S, 2024, 'From Reflection to Action: Enhancing Workplace Well-Being Through Digital Solutions', Interacting with Computers, http://dx.doi.org/10.1093/iwc/iwae049

Li Y; Tag B; Dai S; Crowther R; Dwyer T; Irani P; Ens B, 2024, 'NICER: A New and Improved Consumed Endurance and Recovery Metric to Quantify Muscle Fatigue of Mid-Air Interactions', ACM Transactions on Graphics, 43, http://dx.doi.org/10.1145/3658230

Jiang W; Windl M; Tag B; Sarsenbayeva Z; Mayer S, 2024, 'An Immersive and Interactive VR Dataset to Elicit Emotions', IEEE Transactions on Visualization and Computer Graphics, 30, pp. 7343 - 7353, http://dx.doi.org/10.1109/TVCG.2024.3456202

Blackburn AM; Vestergren S; Tran TP; Stöckli S; Griffin SM; Ntontis E; Jeftic A; Chrona S; Ikizer G; Han H; Milfont TL; Parry D; Byrne G; Gómez-López M; Acosta A; Kowal M; De Leon G; Gallegos A; Perez M; Abdelrahman M; Ahern E; Yar AWA; Ahmed O; Alami NH; Amin R; Andersen LE; Araújo BO; Asongu NA; Bartsch F; Bavoľár J; Bhatta KR; Bircan T; Bita S; Bombuwala H; Brik T; Cakal H; Caniëls M; Carballo M; Carvalho NM; Cely L; Chang S; Chayinska M; Chen FY; Ch’ng B; Chukwuorji JBC; Costa AR; Dalizu VL; Deschrijver E; Dilekler Aldemir İ; Doherty AM; Doller R; Dubrov D; Elegbede S; Elizalde J; Ermagan-Caglar E; Fernández-Morales R; García-Castro JD; Gelpí R; Ghafori S; Goldberg X; González-Uribe C; Alpízar-Rojas H; Haugestad CAP; Higuera D; Hoorelbeke K; Hristova E; Hubená B; Huq H; Ihaya K; Jayathilake G; Jen E; Jinadasa A; Joksimovic J; Kačmár P; Kadreva V; Kalinova K; Kandeel HAA; Kellezi B; Khan S; Kontogianni M; Koszałkowska K; Hanusz K; Lacko D; Landa-Blanco M; Lee Y; Lieberoth A; Lins S; Liutsko L; Londero-Santos A; Mauritsen AL; Maegli MA; Magidie P; Maharjan R; Makaveeva T; Makhubela M; Malagón MG; Malykh S; Mamede S, 2023, 'Author Correction: COVIDiSTRESS diverse dataset on psychological and behavioural outcomes one year into the COVID-19 pandemic (Scientific Data, (2022), 9, 1, (331), 10.1038/s41597-022-01383-6)', Scientific Data, 10, http://dx.doi.org/10.1038/s41597-022-01896-0

Yang K; Tag B; Wang C; Gu Y; Sarsenbayeva Z; Dingler T; Wadley G; Goncalves J, 2023, 'Survey on Emotion Sensing Using Mobile Devices', IEEE Transactions on Affective Computing, 14, pp. 2678 - 2696, http://dx.doi.org/10.1109/TAFFC.2022.3220484

Vargo A; Tag B; Blakely C; Kise K, 2023, 'Poverty Traps in Online Knowledge-Based Peer-Production Communities', Informatics, 10, http://dx.doi.org/10.3390/informatics10030061

Wang C; Jiang W; Yang K; Sarsenbayeva Z; Tag B; Dingler T; Goncalves J; Kostakos V, 2023, 'Use of thermal imaging to measure the quality of hand hygiene', Journal of Hospital Infection, 139, pp. 113 - 120, http://dx.doi.org/10.1016/j.jhin.2023.05.016

Sarsenbayeva Z; van Berkel N; Hettiachchi D; Tag B; Velloso E; Goncalves J; Kostakos V, 2023, 'Mapping 20 years of accessibility research in HCI: A co-word analysis', International Journal of Human Computer Studies, 175, http://dx.doi.org/10.1016/j.ijhcs.2023.103018

Yang K; Wang C; Gu Y; Sarsenbayeva Z; Tag B; Dingler T; Wadley G; Goncalves J, 2023, 'Behavioral and Physiological Signals-Based Deep Multimodal Approach for Mobile Emotion Recognition', IEEE Transactions on Affective Computing, 14, pp. 1082 - 1097, http://dx.doi.org/10.1109/TAFFC.2021.3100868

Tag B; Van Berkel N; Verma S; Zhao BZH; Berkovsky S; Kaafar D; Kostakos V; Ohrimenko O, 2023, 'DDoD: Dual Denial of Decision Attacks on Human-AI Teams', IEEE Pervasive Computing, 22, pp. 77 - 84, http://dx.doi.org/10.1109/MPRV.2022.3218773

Blackburn AM; Vestergren S; Tran TP; Stöckli S; Griffin SM; Ntontis E; Jeftic A; Chrona S; Ikizer G; Han H; Milfont TL; Parry D; Byrne G; Gómez-López M; Acosta A; Kowal M; De Leon G; Gallegos A; Perez M; Abdelrahman M; Ahern E; Yar AWA; Ahmed O; Alami NH; Amin R; Andersen LE; Araújo BO; Asongu NA; Bartsch F; Bavoľár J; Bhatta KR; Bircan T; Bita S; Bombuwala H; Brik T; Cakal H; Caniëls M; Carballo M; Carvalho NM; Cely L; Chang S; Chayinska M; Chen FY; Ch’ng B; Chukwuorji JC; Costa AR; Dalizu VL; Deschrijver E; Aldemir İD; Doherty AM; Doller R; Dubrov D; Elegbede S; Elizalde J; Ermagan-Caglar E; Fernández-Morales R; García-Castro JD; Gelpí R; Ghafori S; Goldberg X; González-Uribe C; Alpízar-Rojas H; Haugestad CAP; Higuera D; Hoorelbeke K; Hristova E; Hubená B; Huq H; Ihaya K; Jayathilake G; Jen E; Jinadasa A; Joksimovic J; Kačmár P; Kadreva V; Kalinova K; Kandeel HAA; Kellezi B; Khan S; Kontogianni M; Koszałkowska K; Krzysztof H; Lacko D; Landa-Blanco M; Lee Y; Lieberoth A; Lins S; Liutsko L; Londero-Santos A; Mauritsen AL; Maegli MA; Magidie P; Maharjan R; Makaveeva T; Makhubela M; Malagón MG; Malykh S; Mamede S; Mandillah S; Mansoor MS, 2022, 'COVIDiSTRESS diverse dataset on psychological and behavioural outcomes one year into the COVID-19 pandemic', Scientific Data, 9, http://dx.doi.org/10.1038/s41597-022-01383-6

Tag B; Sarsenbayeva Z; Cox AL; Wadley G; Goncalves J; Kostakos V, 2022, 'Emotion trajectories in smartphone use: Towards recognizing emotion regulation in-the-wild', International Journal of Human Computer Studies, 166, http://dx.doi.org/10.1016/j.ijhcs.2022.102872

Wang C; Jiang W; Yang K; Sarsenbayeva Z; Tag B; Dingler T; Goncalves J; Kostakos V, 2022, 'A System for Computational Assessment of Hand Hygiene Techniques', Journal of Medical Systems, 46, http://dx.doi.org/10.1007/s10916-022-01817-z

Tag B; van Berkel N; Vargo AW; Sarsenbayeva Z; Colasante T; Wadley G; Webber S; Smith W; Koval P; Hollenstein T; Goncalves J; Kostakos V, 2022, 'Impact of the global pandemic upon young people's use of technology for emotion regulation', Computers in Human Behavior Reports, 6, http://dx.doi.org/10.1016/j.chbr.2022.100192

Tag B; Goncalves J; Webber S; Koval P; Kostakos V, 2022, 'A Retrospective and a Look Forward: Lessons Learned from Researching Emotions In-the-Wild', IEEE Pervasive Computing, 21, pp. 28 - 36, http://dx.doi.org/10.1109/MPRV.2021.3106272

van Berkel N; Tag B; Goncalves J; Hosio S, 2022, 'Human-centred artificial intelligence: a contextual morality perspective', Behaviour and Information Technology, 41, pp. 502 - 518, http://dx.doi.org/10.1080/0144929X.2020.1818828

Vargo A; Ishimaru S; Islam MR; Tag B; Kise K, 2022, 'Obtaining Labels for In-the-Wild Studies: Using Visual Cues and Recall', IEEE Pervasive Computing, 21, pp. 9 - 17, http://dx.doi.org/10.1109/MPRV.2021.3129500

Yamada Y; Ćepulić DB; Coll-Martín T; Debove S; Gautreau G; Han H; Rasmussen J; Tran TP; Travaglino GA; Blackburn AM; Boullu L; Bujić M; Byrne G; Caniëls MCJ; Flis I; Kowal M; Rachev NR; Reynoso-Alcántara V; Zerhouni O; Ahmed O; Amin R; Aquino S; Areias JC; Aruta JJBR; Bamwesigye D; Bavolar J; Bender AR; Bhandari P; Bircan T; Cakal H; Capelos T; Čeněk J; Ch’ng B; Chen FY; Chrona S; Contreras-Ibáñez CC; Correa PS; Cristofori I; Cyrus-Lai W; Delgado-Garcia G; Deschrijver E; Díaz C; Dilekler İ; Dranseika V; Dubrov D; Eichel K; Ermagan-Caglar E; Gelpí R; González RF; Griffin A; Hakim MA; Hanusz K; Ho YW; Hristova D; Hubena B; Ihaya K; Ikizer G; Islam MN; Jeftic A; Jha S; Juárez FPG; Kacmar P; Kalinova K; Kavanagh PS; Kosa M; Koszałkowska K; Kumaga R; Lacko D; Lee Y; Lentoor AG; De Leon GA; Lin SY; Lins S; López CRC; Lys AE; Mahlungulu S; Makaveeva T; Mamede S; Mari S; Marot TA; Martinez L; Meshi D; Mola DJ; Morales-Izquierdo S; Musliu A; Naidu PA; Najmussaqib A; Natividade JC; Nebel S; Nezkusilova J; Nikolova I; Ninaus M; Noreika V; Ortiz MV; Ozery DH; Pankowski D; Pennato T; Pírko M; Pummerer L; Reyna C, 2021, 'COVIDiSTRESS Global Survey dataset on psychological and behavioural consequences of the COVID-19 outbreak', Scientific Data, 8, http://dx.doi.org/10.1038/s41597-020-00784-9

Yang K; Wang C; Sarsenbayeva Z; Tag B; Dingler T; Wadley G; Goncalves J, 2021, 'Benchmarking commercial emotion detection systems using realistic distortions of facial image datasets', Visual Computer, 37, pp. 1447 - 1466, http://dx.doi.org/10.1007/s00371-020-01881-x

Lieberoth A; Lin SY; Stöckli S; Han H; Kowal M; Gelpí R; Chrona S; Tran TP; Jeftic A; Rasmussen J; Cakal H; Milfont TL; Yamada Y; Amin R; Debove S; Flis I; Sahin H; Turk F; Yeh YY; Ho YW; Sikka P; Delgado-Garcia G; Lacko D; Mamede S; Zerhouni O; Tuominen J; Bircan T; Wang AHE; Ikizer G; Lins S; Studzinska A; Uddin MK; Juárez FPG; Chen FY; Sanli AM; Lys AE; Reynoso-Alcántara V; González RF; Griffin A; López CRC; Nezkusilova J; Ćepulić DB; Aquino S; Marot TA; Blackburn AM; Boullu L; Bavolar J; Kacmar P; Wu CKS; Areias JC; Natividade JC; Mari S; Ahmed O; Dranseika V; Cristofori I; Coll-Martín T; Eichel K; Kumaga R; Ermagan-Caglar E; Bamwesigye D; Tag B; Contreras-Ibáñez CC; Aruta JJBR; Naidu PA; Dilekler I; Čeněk J; Islam MN; Ch'Ng B; Sechi C; Nebel S; Sayilan G; Jha S; Vestergren S; Ihaya K; Guillaume G; Travaglino GA; Rachev NR; Hanusz K; Pírko M; West JN; Cyrus-Lai W; Najmussaqib A; Romano E; Noreika V; Musliu A; Sungailaite E; Kosa M; Lentoor AG; Sinha N; Bender AR; Meshi D; Bhandari P; Byrne G; Kalinova K; Hubena B; Ninaus M; Díaz C; Scarpaci A; Koszałkowska K; Pankowski D, 2021, 'Stress and worry in the 2020 coronavirus pandemic: Relationships to trust and compliance with preventive measures across 48 countries in the COVIDiSTRESS global survey', Royal Society Open Science, 8, http://dx.doi.org/10.1098/rsos.200589

Marini G; Tag B; Goncalves J; Velloso E; Jurdak R; Capurro D; McCarthy C; Shearer W; Kostakos V, 2020, 'Measuring mobility and room occupancy in clinical settings: System development and implementation', JMIR mHealth and uHealth, 8, http://dx.doi.org/10.2196/19874

Tag B; Dingler T; Vargo AW; Kostakos V, 2020, 'Inferring Circadian Rhythms of Cognitive Performance in Everyday Life', IEEE Pervasive Computing, 19, pp. 14 - 23, http://dx.doi.org/10.1109/MPRV.2020.2994914

Conference Papers

Boonprakong N; Ji K; Ye Z; Tag B; Spina D; Ruotsalo T; Salim FD, 2024, 'Advancing Physiological Methods for Human-Information Interaction', in UbiComp Companion 2024 - Companion of the 2024 ACM International Joint Conference on Pervasive and Ubiquitous Computing, pp. 976 - 979, http://dx.doi.org/10.1145/3675094.3677567

Arai S; Vargo A; Tag B; Neigel P; Kise K, 2024, 'In-the-Wild Exploration of the Impact of Sleep on Working Memory with a Wearable', in UbiComp Companion 2024 - Companion of the 2024 ACM International Joint Conference on Pervasive and Ubiquitous Computing, pp. 81 - 85, http://dx.doi.org/10.1145/3675094.3677589

Naghizade E; Ji K; Tag B; Salim F, 2024, 'Inside Out or Not: Privacy Implications of Emotional Disclosure', in UbiComp Companion 2024 - Companion of the 2024 ACM International Joint Conference on Pervasive and Ubiquitous Computing, pp. 121 - 125, http://dx.doi.org/10.1145/3675094.3677598

Iwashita Y; Kurashige R; Vargo A; Tag B; Dingler T; Iwata M; Kise K, 2024, 'Peer-Awareness to Support Learning: An In-the-wild Study on Notification Timing', in UbiComp Companion 2024 - Companion of the 2024 ACM International Joint Conference on Pervasive and Ubiquitous Computing, pp. 14 - 18, http://dx.doi.org/10.1145/3675094.3677576

Li Y; Xu H; Kitamura Y; Tag B; Fujita K, 2024, 'Towards using Eye Gaze Redirection in Immersive Reading Tasks for Visual Fatigue Reduction', in UbiComp Companion 2024 - Companion of the 2024 ACM International Joint Conference on Pervasive and Ubiquitous Computing, pp. 607 - 611, http://dx.doi.org/10.1145/3675094.3678474

Alzahrani MS; Tag B; Johnson B; Wybrow M, 2024, 'Unlocking Autistic Children's Potential: The Crux with Data Visualisations and IoT', in UbiComp Companion 2024 - Companion of the 2024 ACM International Joint Conference on Pervasive and Ubiquitous Computing, pp. 701 - 705, http://dx.doi.org/10.1145/3675094.3678477

Neigel P; Vargo A; Tag B; Kise K, 2024, 'Using Wearables to Unobtrusively Identify Periods of Stress in a Real University Environment', in Proceedings of the 2024 ACM International Symposium on Wearable Computers, ACM, pp. 17 - 24, presented at UbiComp '24: The 2024 ACM International Joint Conference on Pervasive and Ubiquitous Computing, http://dx.doi.org/10.1145/3675095.3676608

Chowdhury TI; Vargo A; Tag B; Nishitomi R; Kise K, 2024, 'Exploring the Feasibility of a Repeated Mobile One-Minute PVT In-the-Wild', in MobileHCI 2024 Adjunct Proceedings - Publication of the 26th International Conference on Mobile Human-Computer Interaction, http://dx.doi.org/10.1145/3640471.3680235

Zhang M; Marin E; Ryan M; Kostakos V; Murray T; Tag B; Oswald D, 2024, 'OOBKey: Key Exchange with Implantable Medical Devices Using Out-Of-Band Channels', in ACM International Conference Proceeding Series, http://dx.doi.org/10.1145/3664476.3670876

He L; Wang H; Goodwin S; Tag B; Elvitigala DS, 2024, 'Pedalling into the Future: Towards Enhancing Cycling Experience Using Augmented Reality', in DIS 2024 - Proceedings of the 2024 ACM Designing Interactive Systems Conference, pp. 190 - 194, http://dx.doi.org/10.1145/3656156.3663699

Chiossi F; Stepanova ER; Tag B; Perusquia-Hernandez M; Kitson A; Dey A; Mayer S; El Ali A, 2024, 'PhysioCHI: Towards Best Practices for Integrating Physiological Signals in HCI', in Conference on Human Factors in Computing Systems - Proceedings, http://dx.doi.org/10.1145/3613905.3636286

Arai S; Vargo A; Tag B; Kise K, 2024, 'In-the-Wild Exploration of the Impact of the Lunar Cycle on Sleep in a University Cohort with Oura Rings', in ACM International Conference Proceeding Series, pp. 259 - 262, http://dx.doi.org/10.1145/3652920.3653044

David K; Dobbins C; Heinisch J; Okoshi T; Dupré D; Gaggioli A; Gao N; Peltonen E; Sugaya M; Tag B; Van Laerhoven K; Mariani S; Sigg S, 2024, 'EmotionAware 2024: Eighth International Workshop on Emotion Awareness for Pervasive Computing Beyond Traditional Approaches - Welcome and Committees', in 2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2024, pp. 23 - 24, http://dx.doi.org/10.1109/PerComWorkshops59983.2024.10502380

Boonprakong N; He G; Gadiraju U; Van Berkel N; Wang D; Chen S; Liu J; Tag B; Goncalves J; Dingler T, 2023, 'Workshop on Understanding and Mitigating Cognitive Biases in Human-AI Collaboration', in Proceedings of the ACM Conference on Computer Supported Cooperative Work, CSCW, pp. 512 - 517, http://dx.doi.org/10.1145/3584931.3611284

Li Y; Crowther R; Smiley J; Dwyer T; Tag B; Irani P; Ens B, 2023, 'Revisiting Consumed Endurance: A NICE Way to Quantify Shoulder Fatigue in Virtual Reality', in Proceedings of the ACM Symposium on Virtual Reality Software and Technology, VRST, http://dx.doi.org/10.1145/3611659.3615702

Villa S; Nguyen TD; Tag B; Machulla TK; Schmidt A; Niess J, 2023, 'Towards a Haptic Taxonomy of Emotions: Exploring Vibrotactile Stimulation in the Dorsal Region', in ISWC 2023 - Proceedings of the 2023 International Symposium on Wearable Computers, pp. 50 - 54, http://dx.doi.org/10.1145/3594738.3611363

Boonprakong N; Tag B; Dingler T, 2023, 'Designing Technologies to Support Critical Thinking in an Age of Misinformation', in IEEE Pervasive Computing, pp. 8 - 17, http://dx.doi.org/10.1109/MPRV.2023.3275514

Boonprakong N; Chen X; Davey C; Tag B; Dingler T, 2023, 'Bias-Aware Systems: Exploring Indicators for the Occurrences of Cognitive Biases when Facing Different Opinions', in Conference on Human Factors in Computing Systems - Proceedings, http://dx.doi.org/10.1145/3544548.3580917

Tag B, 2023, 'Keynote: Hooked on a Feeling - Challenges and Opportunities of Emotion Research in Human-Computer Interaction', in 2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), IEEE, pp. 256 - 256, presented at 2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), 13 March 2023 - 17 March 2023, http://dx.doi.org/10.1109/percomworkshops56833.2023.10150319

Ma Y; Zhou Q; Tag B; Sarsenbayeva Z; Knibbe J; Goncalves J, 2023, '“Hello, Fellow Villager!”: Perceptions and Impact of Displaying Users’ Locations on Weibo', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 511 - 532, http://dx.doi.org/10.1007/978-3-031-42286-7_29

Sarsenbayeva Z; Fleming C; Tag B; Withana A; van Berkel N; McEwan A, 2023, 'A Review on Mood Assessment Using Smartphones', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 385 - 413, http://dx.doi.org/10.1007/978-3-031-42283-6_22

Vargo A; Tag B; Hutin M; Abou-Khalil V; Ishimaru S; Augereau O; Dingler T; Iwata M; Kise K; Devillers L; Dengel A, 2023, 'Intelligence Augmentation: Future Directions and Ethical Implications in HCI', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 644 - 649, http://dx.doi.org/10.1007/978-3-031-42293-5_87

Visuri A; Van Berkel N; Tag B, 2023, 'Wellbeing Insights in a Data-Driven Future', in 2023 14th International Conference on Mobile Computing and Ubiquitous Network, ICMU 2023, http://dx.doi.org/10.23919/ICMU58504.2023.10412212

Vargo A; Abou-Khalil V; Ishimaru S; Tag B; Hutin M; Dengel A; Devillers L; Kise K, 2022, 'Delivering Sensing Technologies for Education and Learning', in UbiComp/ISWC 2022 Adjunct - Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2022 ACM International Symposium on Wearable Computers, pp. 263 - 266, http://dx.doi.org/10.1145/3544793.3560373

Vargo A; Iwata M; Hutin M; Kobylyanskaya S; Vasilescu I; Augereau O; Watanabe K; Ishimaru S; Tag B; Dingler T; Kise K; Devillers L; Dengel A, 2022, 'Learning Cyclotron: An Ecosystem of Knowledge Circulation', in UbiComp/ISWC 2022 Adjunct - Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2022 ACM International Symposium on Wearable Computers, pp. 308 - 312, http://dx.doi.org/10.1145/3544793.3560383

Yang K; Tag B; Gu Y; Wang C; Dingler T; Wadley G; Goncalves J, 2022, 'Mobile Emotion Recognition via Multiple Physiological Signals using Convolution-augmented Transformer', in ICMR 2022 - Proceedings of the 2022 International Conference on Multimedia Retrieval, pp. 562 - 570, http://dx.doi.org/10.1145/3512527.3531385

Smith W; Wadley G; Webber S; Tag B; Kostakos V; Koval P; Gross JJ, 2022, 'Digital Emotion Regulation in Everyday Life', in Conference on Human Factors in Computing Systems - Proceedings, http://dx.doi.org/10.1145/3491102.3517573

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